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17:00
@RajorshiKoyal: Listen to the Shifrin!
i remember being baffled by averages at one point. most often it really is just the sum divided by the number of things that were added up. that's really all there is to it.
"performance" caused me to wonder. often when people attempt to measure performance, they have a benchmark, usually somewhat imaginary, which makes it quite possible that every measurement is below average, or every measurement is above average, and that 'average' isn't just what you get by averaging data. but no such information accompanied the problem.
Speaking of being baffled by averages, I find this hard to grasp.
there's a lot going on there. i think i need to lie down.
@love_sodam No, an interval of $s$ means some non-empty closed interval in the parameter space. (I'm saying closed because — even though I'm not sure who is transverse to whom in this — transversality is generally an open condition, so it fails on a closed interval.)
@leslietownes The average mileage listed on a car sticker is one of those averages that you will always be below.
17:07
i was just looking at some of my 'greatest hits' on math.SE. i used to know quite a bit of math.
That's a good bet.
@TedShifrin Your confusion lies in the fact that your equality would be true if the OP's identity was true for the random matrix which returns $A$ with probability $1/2$, and $B$ with probability $1/2$. But the entries of this random matrix are not independent at all.
i had a theory of a class action lawsuit based around my prius using a high school algebra mixing formula to tell me my cost per mile. i will share it sometime. i will retire on that lawsuit.
Indeed, it is only so when the random matrix is 1x1, in which case your identity is true :)
$\det((a)) = a$.
I'm just talking about the linear algebra, a @Balarka, not the probability. That's what is baffling.
And, hi, by the way.
17:09
I explained that your linear algebra fact is applicable only in a non-independent setup.
why are people putting random variables in a matrix, anyway.
@TedShifrin are you trying to tell me that det is not linear? wow...
Hi, Ted.
I'm trying to remember what I taught 6 years ago. There's something with $E[f(X)] = f(E[X])$ ...
i've actually done better than the sticker with my prius c. or i did, back when i drove, in the before time. my commute was right in the sweet spot. 35-40mph the whole way. that's where the prius c shines.
17:11
Really, your fact tells OP's identity cannot be true in general.
So you have basically answered his question.
Well, I removed it :)
You should repost it again as an answer!
The existing answer is terrible
@TedShifrin You might be thinking of Jensen's inequality, which applies when $f$ is convex; $f(\Bbb E[X]) \leq \Bbb E[f(X)]$.
@TedShifrin after looking at that, I feel like dusting my screen. All those little bits of lines everywhere.
17:13
even with independence it is a bit counterintuitive.
i think the average figures also account for inefficiency at cold temperatures, which we don't have here.
Yes, @robjohn, but it was not meant as an exercise for thee :)
Hello
disappointed that the tex police haven't autocorrected "det" to "\det". is nothing sacred? what does it mean? d, e, t? we're just putting letters together?
Go ahead and edit if you're going to mouth off about it.
Hi, Simone.
17:15
i'd prefer just to mouth off about it and not edit. doctor, it hurts when i do this. that joke. that's me.
Hello @TedShifrin did you write the wiki page about the Hessian?
@Balarka: I went back and looked at my notes. I was conflating two things. One is that expectation is linear without any independence hypothesis. The other was the definition of $E[f(X)]$ in terms of the PDF.
@Simone I've done absolutely nothing on wiki.
I think I made a correction on one page some years ago.
Aha, I see.
@TedShifrin oh ok.
Linearity of expectation is very useful.
I like it a lot
17:17
Indeed!
i sometimes edit legal errors out of wikipedia.
@TedShifrin: Ha! I put an xkcd-style diagram into an answer and it got accepted. It only encourages me...
@TedShifrin Oh?
Oh!
Yes, oh!
Haha took a while.
17:18
@robjohn Oh, just what we need!
I deleted, now that you got it, a @Balarka :)
mathematical wikipedia is sometimes a junkyard of formulas and diagrams but it is still far better than it has any reason to be. legal wikipedia is crazy. there's 'internet lawyering' in a way that there isn't 'internet mathematicianing.'
Some of us should meet on Zoom someday and give talks to each other.
So, lawyers are ethically bound not to put mistakes on their wiki?
@Simone Why did you think so?
@Balarka: I can talk about how to divide fractions. :)
I'd attend that talk
i actually wonder if i'm engaging in the unlicensed practice of law when i edit those pages. i hope wikipedia has its servers in a jurisdiction where i am a member of the bar.
17:22
@TedShifrin It uses many of the terms and notation you use, so either those terms are widely used or you wrote the page yourself, or one of your students did
terms like "partial derivatives"?
i'm kidding. the language does not look distinctive to me.
unless you're looking at the wikipedia page for hessians, german mercenaries in service of the british empire. i agree, somebody has been fiddling with that.
well not everyone uses \partial for example. Spivak never use the word "inconclusive"
@robjohn I am getting 5 the answer is 7
There is the contracdiction
contradiction
of course I haven't read many textbooks on the subject in order to compare notation
spivak is a weirdo. i have certainly used the term 'inconclusive.' maybe i wrote that? i don't know.
17:24
@robjohn Plz check this out..
that's why I asked
@leslietownes How dare you insult sempai?
i realize it's basis dependent, hessian 'matrix' and all. but i'm surprised there isn't more coordinate-free, or you-choose-the-coordinates, discussion.
whoever wrote this was not a geometer.
@Simone: I appreciate the fact that you think I am all-powerful, but most of my notation and vocabulary is pretty standard! :P
@leslietownes I am posting the whole problem if that is better
@leslietownes So you must like it?
17:27
@TedShifrin got it! :P
i guess? i've kind of painted myself into a corner here. yes, i like it. it's just a big bag of numbers. just the way things oughta be.
damn, spivak is 80
@Simone: That said, the bordered hessian does not get enough publicity. I only have it in my book in a few exercises. If I ever rewrote the book (which I won't), I would include it in the text.
I would have thought Spivak was older, actually.
yeah, that seems young to me. i liked exactly one of spivak's differential geometry books. the blue one with the hippy paintings on it. it made up for all the other ones.
@RajorshiKoyal you've referenced something that I wrote and asked me to "check this out"?
17:30
he seems like he would be an annoying dinner guest, but that book can stay.
@Simone The obvious proof that I had nothing to do with that page is that my book is not listed as a reference. It surely would be if I'd done it :)
@RajorshiKoyal Post the whole problem on main
@TedShifrin :D
i'm sorry to hear that. i tend to judge people on no information. it's one of my chief faults.
His wiki says he was born in 1940
17:32
Yeah, I thought we were in 2022. My fault.
i actually do like geometry. when i learned the gaussian curvature was invariant under isometries, my brain grew one or two sizes.
Yeah, the Theorema Egregium does surprise people, as curvature is defined extrinsically in the first course.
Spivak also created a bunch of TeX fonts and invented LAMS-TeX. He doesn't get much credit for those.
wow
LAMS-TeX had a lot of sophisticated commutative diagram power. I used it for a while.
Why don't you make an online addendum on the bordered hessian? :P
17:35
Because I don't want to ruin my exercises.
make new ones hehe
i wish i could remember the book that wu taught the first course out of. it was really good.
You said it was bad.
shakes head
there was a chapter i didn't like. near the end it tried to be like, this is an introduction to riemannian geometry. that didn't work.
but the stuff on space curves and surfaces was good.
17:36
That's why I said Milman & Parker. They have that.
I asked you if it used classical tensor notation (lots of subscripts and superscripts). They followed Chern and did that.
it may have been. my memory is blended up with the graduate course, which used jost. and was also a ton of superscripts and subscripts and christoffel crap. but the vintage and out of printedness of milman and parker seems to check out. my notes are molding away somewhere above our garage.
bordered hessians are cool
Milman and Parker definitely has some flaws. As I said the other day, I taught out of it a couple of times, but it wasn't great.
the first printing of jost had so many typos in it. like, exercises were wrong in ways you couldn't even figure out how to fix. worst springer book i ever purchased.
josts riemannian geometry and geometric analysis?
17:40
yes.
i learned a lot out of guggenheimer's differential geometry in dover. nobody assigned it, i just used it. also an explosion at the tensor factory.
something about germans and tensors.
that book is for mutants anyway
explosion at the tensor factory would be a good name for a band. maybe that's my next project.
unironically a good name for a band.
i remember doing these exercises with all these indices. i can manipulate indices. x = y. i can do that. never retained any of it.
there must be some kind of reason for all the indices.
Tensor analysis is very powerful. We have to use indices for matrices a lot of the time (if you're doing concrete examples, not theory).
17:49
looks like everybody at berkeley still uses millman and parker for the undergrad class. i bet that was it.
The two times I TA'd unofficially for Chern, he used his notes one time and DoCarmo one time.
DoCarmo was way too hard for most of the students, so I was an interpreter in "optional" homework sessions.
@leslietownes that book is pricey.
@leslietownes This is the whole question
Tell me the techniques in problem 4 and 5.
17:51
we used a cheap paperback reprint from a local copy shop. i assume they cleared the rights somehow.
@Rajorshi I've asked you to stop posting your questions and giving orders.
@leslie Do not encourage this behavior.
@Simone It's really not that great a book. People use books out of inertia because it's too much trouble to find a good one. Lots of people all over the world use my informal book because it costs zero.
your informal book?
if you have a set of lecture notes drawn up around one book, why change?
Sir @TedShifrin leslie responded previously to my question
you mean the Youtube lectures?
17:53
That is why I reposted it
i would refer you to robjohn's comment earlier. that's all there is to it.
Ok will do that for sure.
it's more of a 'calculus' style book than an upper division mathematics book. i can't decide if that's a criticism or faint praise.
maybe both.
@leslietownes Faculty should not be this lazy.
@Simone No, no, I have an undergrad diff geo text.
i agree. this is one of the reasons i left academia, i wasn't good at ignoring annoying things.
17:56
Well, differential geometry has very much a calculus feel to it. I like the balance of theory and concrete computation, actually.
and yet i spend half of my time telling my wife to be more lazy because none of her extra work will benefit her in any way. there are some real slugs in her department and she can't do better than them. the world is a complicated place.
@TedShifrin and it's free? chapeau..
I did what I considered important and didn't subscribe to academic culture norms.
@Simone Yes. On the AMS Open Notes website and on my own. I just had a fourth publisher express interest in publishing it, and I said no.
That's very laudable Ted
Of course. I'm just a supreme person :P
17:59
I think that every class eventually should do what the logic guys did
every subject
What logic guys?
what did they do?
The open logic project
an open source textbook
There are too many views of how to teach various subjects. I doubt that is every going to happen with mainstream mathematics.
i sort of have a mixed view. truly open collaborative stuff, i think, can tend to lack a direction. it's necessary to make pedagogical choices even if they're suboptimal choices.
i subscribe to the 'auteur theory' of math textbooks.
18:02
but they did it. I can assure you that the textbook they came up with is more than adequate
Let's face it. The average math textbook is horrible.
@Simone: One point is that logic is a very small field. Very few practitioners.
average, there's that word again.
@TedShifrin that's true
Maybe you could get consensus from all the algebraists doing lattice-ordered groups on how to write a text on that subject, but you won't get consensus from algebraists — let alone mathematicians — on how to write "the ideal" algebra textbook. Pun intended.
average is a better word than mean.
18:03
Don't be mean to me, @copper. I prefer math à la mode.
but do you need consensus? or just a group of like minded algebristas?
algebraists
i have a draft of a linear algebra book on my old computer. it alternates between pure theory and pure matrix mechanics. there's a recipe book at the back which shows how to do absolutely everything in terms of row operations. i think every algorithm in the book is in there. i've never seen this done in a book. you see hints of it but not the whole thing.
give me row operations and i can give you linear algebra.
my italian is percolating
18:04
Don't give column operations short shrift :D
ok, column operations too.
In my multivariable math book I had to do both row operations and column operations (row operations because of RREF and linear equations, column operations because determinants are functions of vectors, and all vectors are columns).
yeah, you do need it. a lot of the standard algorithms stack vectors as columns. it's the most natural way of doing it.
It always blew my students' minds when I did column operations explicitly for ten minutes late in the course.
Of course, we soon proved that $\det A^\top = \det A$ and were spared this.
all of the stuff, like, find the set of linear transformations T sending these vectors to those vectors. that's column stuff.
18:08
Yup. That's one thing I learned from Strang and stole ... playing off row views against column views throughout the course.
for a minute i was wondering who Stole was, then i figured it out.
@leslie It would be interesting to see what you put together. Of course, you know I emphasize dot products and geometry from the first (well, eighth) page.
i am thinking about quitting my job and going on a kind of multi-month sabbatical in which i reset my parental relationship with my child, whom i have been ignoring. i may begin releasing math textbooks.
Well, to be direct: You could spend the time with her instead of spending it with us.
well, not now. she's at day care. but yes. she might not need to go to day care.
they're better at teaching her spanish than i would be. but i think i could teach her art better. the stuff she paints at school looks like crap.
18:11
The advantage of daycare is the built-in socialization with other kids. In the end, I think that's probably a good thing for them!
she doesn't speak spanish at home but if you speak it to her she answers in english, always contextually appropriate.
LOL, the stuff I paint has always looked like crap. I can draw gorgeous math pictures and not even a decent stick figure of a dog or ostrich.
art at home means my daughter just demanding that i draw stuff. draw a whale! draw a crow! draw a barn owl! draw a shark! draw a dog! draw my cat!
Easy: "No, you draw it!"
she likes scribbling over drawings that other people have done. i drew a canada goose and then she colored it in.
she's black, i'm blue
18:18
Pretty good, actually. By scribbling I thought you meant coloring it in ... That really shows a good eye.
OK, back to math(s)!!
when my daughter was maybe 3 she called me to show me how she had tidied up my computer desktop by dragging everything into the trash bin. i was in the middle of closing a round of financing and had many versions of many documents on the desktop at the time. "that's great sweetie."
i'm so glad she has yet to get into my devices.
she understands my phone as a source of cat photos, i do not need her doing file management.
Well, we see that these daddies are completely under the thumbs of their respective daughters. Next.
1
Q: one substitution in Chern's intrinsic proof of Gauss-Bonnet-Chern theorem

Xiaotian WuIn Chern's proof for Gauss-Bonnet-Chern theorem, he claims that $$ \varepsilon_{i}u_{i_1}u_j\Omega_{ji_2}\theta_{i_3}\cdots\theta_{i_{2p-2k}}\,\,\,\,\Omega_{i_{2p-2k+1}i_{2p-2k+2}}\cdots\Omega_{i_{2p-1}i_{2p}}=P_k+2(p-k-1)\Sigma_k $$ where $$ P_k=\varepsilon_{i}u_{i_1}^2\Omega_{i_1i_2}\theta_{i_3...

oh haha already on ted's radar.
never mind, then. as you were.
i love it when people link to the original proof.
clearly chern was in the pocket of Big Subscript
oh god
flashbacks I didn't want to have
18:30
lol
trauma time bro
Yes, I just spent ten minutes editing out someone's ridiculous \,\,\, adding spaces which made it unreadable.
so was he paid per subscript? or what was the deal with that
if you use replace then you don't need ten minutes
i wonder if they were using word. it automates the insertion of a ton of \, and turns good latex into a living nightmare.
Yeah, that occurred to me after the first few, but I just continued; thanks, Leaky.
Now I have to figure out where he's getting his question in terms of what Chern does.
@Thorgott If you keep talking like this, I'll post my entire Ph.D. thesis.
@leslie You then copy paste Word into MathJax?
18:36
I never spent like a week unsuccessfully trying to understand your thesis, so at least that wouldn't give me unpleasant flashbacks
i don't know. people do all kinds of insane stuff. my wife's latex is nightmarish. i bite my tongue. i don't get involved. it's not my department.
Chern's stuff is hard to read, Thor. It's OK.
Mine, I hope, is better, although there are a few lemmas that aren't fun.
I have more algebraic geometry and exact sequences in mine :P
exact sequences are, of course, a big plus
I thought that would be a selling point.
And invariant cohomology.
I just was reminded that the journal messed up with the figures — right ones in the wrong places. I was sooooo upset when it appeared. I can't understand how that didn't get fixed with proofreading. Maybe they didn't give me a chance.
18:58
i think the category of group objects and group morphisms inside a complete category is itself complete
haven't written down the details, but consider this my not-daily category theory fun fact
@TedShifrin I specialize in asymptotic sequences, which are far from exact ;-p
Yes, well, you need to bundle up your troubles ...
lol
in The h Bar, 8 hours ago, by fqq
"There are in this world optimists who feel that any symbol that starts
off with an integral sign must necessarily denote something that will
have every property that they would like an integral to possess. This
of course is quite annoying to us rigorous mathematicians; what is
even more annoying is that by doing so they often come up with the
right answer."
https://projecteuclid.org/euclid.bams/1183525452
Physicists often come up with the right answers by magic. Enumerative geometry is full of such examples.
@TedShifrin that just shows how robust math is, it even survives being used by physicists.
19:09
lol
Maybe they are in charge. Ampere and all.
physicists are extremely good at coming up with the right answers
a lot of work in percolation is just trying to prove the crap physicists say is correct
@BalarkaSen they have a very good analog computer that they like to call the Universe.
hi all
Pretty cool. Jim Stasheff is now posting questions on main.
19:11
Show!
No way
I've seen some before, but this is new.
If I had anything to contribute, I'd say hi to him. :)
This is another new one. I'd be surprised if no one'd asked that one before.
the Stasheff from Milnor-Stasheff?
amazing
he's asking questions of the sort thorgott likes to ask
Yes @Thor.
I haven't seen him in years.
Thorgott asks good questions.
19:14
^
Some of them are good
So how do we construct lifts when we have fibrations? Remind me.
I've no clue what Chen's iterated integrals are, but I actually know the notes by Dundas he's referencing
the answer to that second question should clearly be "yes", no?
Well, remind me how we do lifts in the continuous category!
Lifting homotopies?
19:18
we're postulating they exist
No, but we prove that a bundle is a fibration. How.
that's just the hypothesis
that's true, but I don't know how to prove it
No, it's a theorem when you have, e.g., a vector bundle.
OR any fiber bundle.
You just lift locally, which you always can for U x F -> U
Well, we need to figure this out first.
Yes, and how do we patch?
19:19
iirc the fact that topological fibre bundles over paracompact spaces are fibrations is very technical
that's a remark in Hatcher somewhere
Yeah, I remember the Lebesgue number lemma somewhere in there.
for covering spaces, it's easy
but I don't think this is relevant in any case
@BalarkaSen I'm mad at physicists for having possibly the strongest intuition for probability notions
I mean, you can't just approximate continuous functions by smooth ones. This is related to the usual question (which I just helped someone with) that you can wiggle a section to make it transverse to whatever. You need the fact that the wiggle of a diffeomorphism is still a diffeomorphism on a compact space.
I don't see why it'd be different from how you do it for covering spaces. You just have to show it for maps from cubes.
19:21
rn I'm trying to understand characteristic functions via scattering stuff
you can just approximate continuous functions by smooth ones
He means there's an extra trick for sections.
the natural inclusion of smoooth homotopy classes of smooth maps into continuous homotopy classes of continuous maps is a bijection
Otherwise you don't stay a section
Right, so there's going to be the same issue with covering a map.
19:21
Yes, I agree it's not clear.
why do we care about sections?
I am probably not going to think more though
So with sections, I figured out the argument in grad school, proudly.
maybe I'm misunderstanding what is meant by continuous homotopy lifting property
You have to cover the identity map in that case, @Thor. Here we have to cover some harder map.
19:22
I thought we're just lifting homotopies
You have to cover a given map.
@user2103480 as they say, "don't get mad, get even"
If this were trivial, Jim Stasheff would know it, I'm pretty sure.
I agree it's not clear, just odd. It's a good question.
I upvoted it after editing :)
19:23
homotopy lifting property is asking that for a homotopy $X\times I\rightarrow B$ and a lift of $X\times\{0\}\rightarrow B$ to $E\rightarrow B$, there exists a unique homotopy $X\times I\rightarrow E$ lifting $X\times I\rightarrow B$
i think all of us know the definition
so the heart of the question is whether we can homotope a continuous lift $X\times I\rightarrow E$ to a smooth one in a way that agrees with a given smooth lift of $X\times\{0\}\rightarrow B$
wot, you have to project to the same homotopy X x I -> B
after wiggling
thats what lift means
There are two subjects for which I wish better textbooks existed in general:
- Probability (at the measure theory level)
- Convex Optimization
19:27
now I get why it's non-trivial
if you listened 15 min earlier it would have been clear to u
:p
Actually, add Time Series and grad-level Mathematical Statistics to that list
that's just how hindsight works
thanks for the universal property definition of hindsight mate
LOL ... it's refreshing that once in a while Ted is right :P
19:28
always at your service
My master's defense was a time series project... yet when anyone asks me to suggest a Time Series textbook, my response is that there isn't a good one
I wish there were better textbooks on analysis.
Be the change you want to see.
There are some good ones.
I get annoyed when professors from Stanford publish a textbook on machine learning, there's extreme enthusiasm behind it, and when you actually try to implement the methods described, you realize they've given insufficient detail.

I bet the people who tend to be the most enthusiastic about textbooks learned their contents through a class before reading the books.
19:32
I always preferred learning from lectures, hence tried to teach so that students could do so. But some of my students were adamant that they would learn from books.
Analysis is weird. I've never had an analysis/algebra professor who liked to stick to the textbooks they assign. So while one book might be great, it may not necessarily be great for a class you're taking.
I still need to watch a TedLecture to evaluate Ted's claims.
For first-semester analysis, the best one I've seen is Kirkwood.
They're false.
Never heard of it, Clarinet!
19:35
@Clarinetist I will check this one out. I frequently get asked for references for a first book in analysis.
For me it's all about exercises.
I like Bartle and Sherbert too, but if memory serves, a lot of steps are dismissed as "obvious"
Victor Bryant did a well-written primer to analysis.
But it's not really a first course, but like what I would hand a high school student instead of Spivak.
I'm not as enthusiastic about Abbott's text as some people online are
I think Spivak is an excellent place for a bright person to learn the basics of analysis, actually, but it's only the beginnings.
Abbott didn't seem to be so good when my colleagues used it at UGA, but I never examined it.
I like Wade, actually. And a few others.
19:40
Abbott I found too wordy.
I no longer have my library, so I can't remember others.
Rudin gets thrown around as an expensive door stop.
The foundation of all sink-or-swim analysis courses.
I'm planning on re-learning measure theory this summer. I picked up enough through this measure theory + probability sequence where I know why I couldn't get past the wall when I was trying to learn it myself years ago, but this professor moves too fast and casually throws around complex analysis and functional analysis
My first analysis course used Rudin :(
Mine did, too, anakhro, and taught by a probabilist who never met a picture.
19:42
I'm almost certain the only student who understands what's going on in lecture is the one who told me he read Rudin's Functional Analysis as an undergrad.
@TedShifrin Heh. Were you that into pictures at the time, or did geometry for you come later, Ted?
He actually spent the first two weeks trying to motivate Dedekind cuts by proving that with our naive definition of addition/multiplication of decimals we have a field. Ugh.
I've always been visual.
@Clarinetist Just don't use Folland. ;)
Even at MIT, a number of math majors flunked/dropped the Rudin analysis course several times. Ultimately, they created a different track for the course for people who weren't going to be going on to PhD's. There were also two algebra tracks — one using Artin's book for a year, the other with Fraleigh for a semester and Hoffman/Kunze for a semester.
I'm told that Folland is a good book.
If you want to torture students, I'd agree, Ted.
19:45
I've skimmed Folland. I do prefer it for the measure theory stuff and completeness of detail compared to the probability books I have, but it's not a probability text unfortunately.

If I ever dare to consider a math PhD, I might get my hands on it. But otherwise I'll be staying far away from it.
@Clarinetist Fremlin has an okay few volumes for measure theory.
Are you more interested in the probability side of things?
I learned from Segal & Kunze, Integrals and Operators, unfortunately taught by Segal. I like the Daniell integral approach, actually, because I really hate measure theory for itself.
Yes, I'm much more interested in the probability side of things. We're using Dudley. I'm not a fan.
Ha. Dudley was the probabilist who from whom I took the Rudin course.
Have you looked at Rosenthal's "A First Look at Rigorous Probability Theory"?
19:47
Rosenthal is too watered down to be useful
I found most of the content was in the exercises.
Yeah, I gather that Dudley passed away recently, was very well respected in probability
If you want comprehensive, I'd go the way of Fremlin, but it's far too much.
He was a good guy. My senior year at MIT he lectured the multivariable calculus class and the students were completely lost. He also set up all his polar coordinates integrals in the order $d\theta\,dr$ because he had never encountered an integral where $r=r(\theta)$ in the limits. I had to retrain those students in a hurry.
Yeah, I've seen Fremlin. I think it's good, but I don't see myself reading through that
Bogachev is one of the best I've seen, but again, measure theory, not probability
19:51
saw this in an editorial in the paper and was decidedly amused
they wanted a candidate for NASA who was "like Elon Musk but without the personality defects"
2
just delightful
might as well recommend Bogachev if Fremlin is on the board lol
@Clarinetist just grab a few good lecture notes, no? These should suffice for everything up to discrete martingales: mi.uni-koeln.de:8930/probabilityI.pdf
martingales are something I don't really know about, and i feel like i should
especially since it seems to be mostly a story about conditional expectation, and that's got a specific Hilbert space interpretation
19:59
I don't know if it is my professor - it probably is - but not one source I've found teaches the topics in the order he teaches them in class.

We, for example, spent a substantial amount of time on nonatomic and atomic measures. I find coverage of these topics to be very mixed in general.
something along the lines of: You have a sequence of vectors (random variables) such that the nth consecutive difference $X_{n+1}-X_n$ is orthogonal to all vectors earlier in the sequence
I have never heard of non/atomic measures

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